Overview

Brought to you by YData

Dataset statistics

Number of variables	22
Number of observations	90767
Missing cells	13714
Missing cells (%)	0.7%
Total size in memory	15.2 MiB
Average record size in memory	176.0 B

Variable types

Numeric	11
Text	11

Alerts

`merch_zipcode` has 13714 (15.1%) missing values	Missing
`amt` is highly skewed (γ1 = 26.29357902)	Skewed
`trans_num` has unique values	Unique
`is_fraud` has 90242 (99.4%) zeros	Zeros

Reproduction

Analysis started	2025-06-23 17:29:36.620836
Analysis finished	2025-06-23 17:29:37.623140
Duration	1 second
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

cc_num
Real number (ℝ)

Distinct	949
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.217238762 × 10¹⁷

Minimum	6.041620718 × 10¹⁰
Maximum	4.992346398 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	6.041620718 × 10¹⁰
5-th percentile	6.304848798 × 10¹¹
Q1	1.800400275 × 10¹⁴
median	3.520550088 × 10¹⁵
Q3	4.651007078 × 10¹⁵
95-th percentile	4.502539527 × 10¹⁸
Maximum	4.992346398 × 10¹⁸
Range	4.992346338 × 10¹⁸
Interquartile range (IQR)	4.47096705 × 10¹⁵

Descriptive statistics

Standard deviation	1.315095899 × 10¹⁸
Coefficient of variation (CV)	3.118381418
Kurtosis	6.062046089
Mean	4.217238762 × 10¹⁷
Median Absolute Deviation (MAD)	3.140652844 × 10¹⁵
Skewness	2.83104677
Sum	1.617115973 × 10¹⁸
Variance	1.729477223 × 10³⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.011893665 × 10¹⁵	249	0.3%
3.725092582 × 10¹⁴	246	0.3%
4.716561797 × 10¹⁵	241	0.3%
3.02387559 × 10¹³	240	0.3%
6.011109737 × 10¹⁵	235	0.3%
4.364010865 × 10¹⁵	233	0.3%
6.534628261 × 10¹⁵	233	0.3%
6.011438889 × 10¹⁵	232	0.3%
3.764452668 × 10¹⁴	232	0.3%
3.521417321 × 10¹⁵	231	0.3%
Other values (939)	88395	97.4%

Value	Count	Frequency (%)
6.041620718 × 10¹⁰	100	0.1%
6.042292873 × 10¹⁰	96	0.1%
6.042309813 × 10¹⁰	50	0.1%
6.042785159 × 10¹⁰	41	< 0.1%
6.048700208 × 10¹⁰	36	< 0.1%

Value	Count	Frequency (%)
4.992346398 × 10¹⁸	156	0.2%
4.989847571 × 10¹⁸	71	0.1%
4.980323468 × 10¹⁸	44	< 0.1%
4.973530368 × 10¹⁸	79	0.1%
4.958589672 × 10¹⁸	113	0.1%

merchant
Text

Distinct	693
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	43
Median length	36
Mean length	23.10297795
Min length	13

Characters and Unicode

Total characters	2096988
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	fraud_Kerluke Inc
2nd row	fraud_Rempel PLC
3rd row	fraud_Rodriguez Group
4th row	fraud_Doyle Ltd
5th row	fraud_Leffler-Goldner

Value	Count	Frequency (%)
and	33057	15.6%
llc	6829	3.2%
inc	6450	3.1%
sons	5124	2.4%
ltd	5043	2.4%
plc	4625	2.2%
group	3512	1.7%
fraud_kutch	698	0.3%
fraud_schaefer	679	0.3%
fraud_streich	676	0.3%
Other values (804)	144580	68.4%

Most occurring characters

Value	Count	Frequency (%)
a	203486	9.7%
r	188491	9.0%
d	149640	7.1%
e	130340	6.2%
u	129837	6.2%
n	123982	5.9%
	120506	5.7%
f	97747	4.7%
_	90767	4.3%
o	79079	3.8%
Other values (45)	783113	37.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2096988	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	203486	9.7%
r	188491	9.0%
d	149640	7.1%
e	130340	6.2%
u	129837	6.2%
n	123982	5.9%
	120506	5.7%
f	97747	4.7%
_	90767	4.3%
o	79079	3.8%
Other values (45)	783113	37.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2096988	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	203486	9.7%
r	188491	9.0%
d	149640	7.1%
e	130340	6.2%
u	129837	6.2%
n	123982	5.9%
	120506	5.7%
f	97747	4.7%
_	90767	4.3%
o	79079	3.8%
Other values (45)	783113	37.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2096988	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	203486	9.7%
r	188491	9.0%
d	149640	7.1%
e	130340	6.2%
u	129837	6.2%
n	123982	5.9%
	120506	5.7%
f	97747	4.7%
_	90767	4.3%
o	79079	3.8%
Other values (45)	783113	37.3%

category
Text

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	14
Median length	12
Mean length	10.51940683
Min length	4

Characters and Unicode

Total characters	954815
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	misc_net
2nd row	grocery_net
3rd row	gas_transport
4th row	grocery_pos
5th row	personal_care

Value	Count	Frequency (%)
gas_transport	9236	10.2%
home	8710	9.6%
grocery_pos	8542	9.4%
shopping_pos	8057	8.9%
kids_pets	7905	8.7%
shopping_net	6714	7.4%
entertainment	6602	7.3%
personal_care	6450	7.1%
food_dining	6417	7.1%
health_fitness	6044	6.7%
Other values (4)	16090	17.7%

Most occurring characters

Value	Count	Frequency (%)
s	99729	10.4%
e	90443	9.5%
o	85904	9.0%
n	83545	8.7%
t	75538	7.9%
p	75269	7.9%
_	72592	7.6%
r	64371	6.7%
i	58158	6.1%
a	46881	4.9%
Other values (10)	202385	21.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	954815	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	99729	10.4%
e	90443	9.5%
o	85904	9.0%
n	83545	8.7%
t	75538	7.9%
p	75269	7.9%
_	72592	7.6%
r	64371	6.7%
i	58158	6.1%
a	46881	4.9%
Other values (10)	202385	21.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	954815	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	99729	10.4%
e	90443	9.5%
o	85904	9.0%
n	83545	8.7%
t	75538	7.9%
p	75269	7.9%
_	72592	7.6%
r	64371	6.7%
i	58158	6.1%
a	46881	4.9%
Other values (10)	202385	21.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	954815	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	99729	10.4%
e	90443	9.5%
o	85904	9.0%
n	83545	8.7%
t	75538	7.9%
p	75269	7.9%
_	72592	7.6%
r	64371	6.7%
i	58158	6.1%
a	46881	4.9%
Other values (10)	202385	21.2%

amt
Real number (ℝ)

Skewed

Distinct	20055
Distinct (%)	22.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.93903577

Minimum	1
Maximum	13536.84
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2.42
Q1	9.63
median	47.28
Q3	82.59
95-th percentile	193.945
Maximum	13536.84
Range	13535.84
Interquartile range (IQR)	72.96

Descriptive statistics

Standard deviation	153.3540508
Coefficient of variation (CV)	2.192681799
Kurtosis	1427.651904
Mean	69.93903577
Median Absolute Deviation (MAD)	37.26
Skewness	26.29357902
Sum	6348156.46
Variance	23517.46488
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.7	56	0.1%
1.25	55	0.1%
1.54	48	0.1%
1.64	47	0.1%
2.43	46	0.1%
1.27	46	0.1%
1.09	46	0.1%
1.24	43	< 0.1%
1.18	42	< 0.1%
1.4	42	< 0.1%
Other values (20045)	90296	99.5%

Value	Count	Frequency (%)
1	14	< 0.1%
1.01	37	< 0.1%
1.02	31	< 0.1%
1.03	35	< 0.1%
1.04	38	< 0.1%

Value	Count	Frequency (%)
13536.84	1	< 0.1%
9999.39	1	< 0.1%
8981.87	1	< 0.1%
8221.84	1	< 0.1%
8217.23	1	< 0.1%

first
Text

Distinct	347
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	11
Median length	9
Mean length	6.077329867
Min length	3

Characters and Unicode

Total characters	551621
Distinct characters	49
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	Melody
2nd row	Michael
3rd row	Katelyn
4th row	David
5th row	Emily

Value	Count	Frequency (%)
christopher	1867	2.1%
jessica	1467	1.6%
robert	1451	1.6%
david	1401	1.5%
michael	1376	1.5%
james	1352	1.5%
john	1166	1.3%
jennifer	1143	1.3%
mary	1133	1.2%
william	1118	1.2%
Other values (337)	77293	85.2%

Most occurring characters

Value	Count	Frequency (%)
a	70063	12.7%
e	60389	10.9%
n	43345	7.9%
i	43227	7.8%
r	42213	7.7%
l	26939	4.9%
h	23991	4.3%
s	22758	4.1%
t	21674	3.9%
o	18961	3.4%
Other values (39)	178061	32.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	551621	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	70063	12.7%
e	60389	10.9%
n	43345	7.9%
i	43227	7.8%
r	42213	7.7%
l	26939	4.9%
h	23991	4.3%
s	22758	4.1%
t	21674	3.9%
o	18961	3.4%
Other values (39)	178061	32.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	551621	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	70063	12.7%
e	60389	10.9%
n	43345	7.9%
i	43227	7.8%
r	42213	7.7%
l	26939	4.9%
h	23991	4.3%
s	22758	4.1%
t	21674	3.9%
o	18961	3.4%
Other values (39)	178061	32.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	551621	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	70063	12.7%
e	60389	10.9%
n	43345	7.9%
i	43227	7.8%
r	42213	7.7%
l	26939	4.9%
h	23991	4.3%
s	22758	4.1%
t	21674	3.9%
o	18961	3.4%
Other values (39)	178061	32.3%

last
Text

Distinct	474
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	11
Median length	10
Mean length	6.107825531
Min length	2

Characters and Unicode

Total characters	554389
Distinct characters	48
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	Thompson
2nd row	Johnson
3rd row	Wise
4th row	Everett
5th row	Hall

Value	Count	Frequency (%)
smith	2010	2.2%
williams	1611	1.8%
davis	1528	1.7%
johnson	1408	1.6%
rodriguez	1184	1.3%
martinez	1085	1.2%
jones	970	1.1%
lewis	877	1.0%
gonzalez	877	1.0%
martin	808	0.9%
Other values (464)	78409	86.4%

Most occurring characters

Value	Count	Frequency (%)
e	54832	9.9%
r	46276	8.3%
a	45735	8.2%
n	42791	7.7%
o	40707	7.3%
s	33969	6.1%
l	33894	6.1%
i	30378	5.5%
t	20377	3.7%
h	15909	2.9%
Other values (38)	189521	34.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	554389	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	54832	9.9%
r	46276	8.3%
a	45735	8.2%
n	42791	7.7%
o	40707	7.3%
s	33969	6.1%
l	33894	6.1%
i	30378	5.5%
t	20377	3.7%
h	15909	2.9%
Other values (38)	189521	34.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	554389	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	54832	9.9%
r	46276	8.3%
a	45735	8.2%
n	42791	7.7%
o	40707	7.3%
s	33969	6.1%
l	33894	6.1%
i	30378	5.5%
t	20377	3.7%
h	15909	2.9%
Other values (38)	189521	34.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	554389	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	54832	9.9%
r	46276	8.3%
a	45735	8.2%
n	42791	7.7%
o	40707	7.3%
s	33969	6.1%
l	33894	6.1%
i	30378	5.5%
t	20377	3.7%
h	15909	2.9%
Other values (38)	189521	34.2%

gender
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	90767
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F
2nd row	M
3rd row	F
4th row	M
5th row	F

Value	Count	Frequency (%)
f	49491	54.5%
m	41276	45.5%

Most occurring characters

Value	Count	Frequency (%)
F	49491	54.5%
M	41276	45.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	90767	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	49491	54.5%
M	41276	45.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	90767	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	49491	54.5%
M	41276	45.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	90767	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	49491	54.5%
M	41276	45.5%

street
Text

Distinct	949
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	35
Median length	29
Mean length	22.21335948
Min length	12

Characters and Unicode

Total characters	2016240
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	< 0.1%

Sample

1st row	0362 Anderson Wall
2nd row	094 Owens Underpass
3rd row	674 Maureen Summit Apt. 276
4th row	4138 David Fall
5th row	8851 Reese Neck

Value	Count	Frequency (%)
apt	23051	6.4%
suite	21237	5.9%
island	1612	0.4%
michael	1319	0.4%
common	1246	0.3%
station	1234	0.3%
islands	1205	0.3%
fields	1196	0.3%
brooks	1178	0.3%
david	1168	0.3%
Other values (1889)	306431	84.9%

Most occurring characters

Value	Count	Frequency (%)
	270110	13.4%
e	125698	6.2%
a	101371	5.0%
i	90327	4.5%
t	86943	4.3%
r	76902	3.8%
n	74611	3.7%
s	72408	3.6%
l	62403	3.1%
o	61074	3.0%
Other values (52)	994393	49.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2016240	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	270110	13.4%
e	125698	6.2%
a	101371	5.0%
i	90327	4.5%
t	86943	4.3%
r	76902	3.8%
n	74611	3.7%
s	72408	3.6%
l	62403	3.1%
o	61074	3.0%
Other values (52)	994393	49.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2016240	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	270110	13.4%
e	125698	6.2%
a	101371	5.0%
i	90327	4.5%
t	86943	4.3%
r	76902	3.8%
n	74611	3.7%
s	72408	3.6%
l	62403	3.1%
o	61074	3.0%
Other values (52)	994393	49.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2016240	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	270110	13.4%
e	125698	6.2%
a	101371	5.0%
i	90327	4.5%
t	86943	4.3%
r	76902	3.8%
n	74611	3.7%
s	72408	3.6%
l	62403	3.1%
o	61074	3.0%
Other values (52)	994393	49.3%

city
Text

Distinct	870
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	25
Median length	21
Mean length	8.653177917
Min length	3

Characters and Unicode

Total characters	785423
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	< 0.1%

Sample

1st row	Mound City
2nd row	Norwalk
3rd row	Scotts Mills
4th row	Morrisdale
5th row	Basye

Value	Count	Frequency (%)
city	1496	1.3%
west	1381	1.2%
saint	1006	0.9%
north	988	0.9%
falls	913	0.8%
mount	808	0.7%
new	794	0.7%
lake	769	0.7%
san	712	0.6%
springs	607	0.5%
Other values (898)	103526	91.6%

Most occurring characters

Value	Count	Frequency (%)
e	76376	9.7%
a	65037	8.3%
n	57989	7.4%
o	57205	7.3%
l	54773	7.0%
r	52418	6.7%
i	49399	6.3%
t	42305	5.4%
s	31107	4.0%
	22233	2.8%
Other values (42)	276581	35.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	785423	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	76376	9.7%
a	65037	8.3%
n	57989	7.4%
o	57205	7.3%
l	54773	7.0%
r	52418	6.7%
i	49399	6.3%
t	42305	5.4%
s	31107	4.0%
	22233	2.8%
Other values (42)	276581	35.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	785423	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	76376	9.7%
a	65037	8.3%
n	57989	7.4%
o	57205	7.3%
l	54773	7.0%
r	52418	6.7%
i	49399	6.3%
t	42305	5.4%
s	31107	4.0%
	22233	2.8%
Other values (42)	276581	35.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	785423	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	76376	9.7%
a	65037	8.3%
n	57989	7.4%
o	57205	7.3%
l	54773	7.0%
r	52418	6.7%
i	49399	6.3%
t	42305	5.4%
s	31107	4.0%
	22233	2.8%
Other values (42)	276581	35.2%

state
Text

Distinct	51
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	181534
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	MO
2nd row	CA
3rd row	OR
4th row	PA
5th row	VA

Value	Count	Frequency (%)
tx	6531	7.2%
ny	5819	6.4%
pa	5693	6.3%
ca	3961	4.4%
oh	3350	3.7%
mi	3264	3.6%
al	2993	3.3%
il	2950	3.3%
fl	2923	3.2%
mo	2637	2.9%
Other values (41)	50646	55.8%

Most occurring characters

Value	Count	Frequency (%)
A	25156	13.9%
N	19991	11.0%
M	15517	8.5%
I	12625	7.0%
T	10758	5.9%
L	10342	5.7%
O	10162	5.6%
C	9770	5.4%
Y	9049	5.0%
X	6531	3.6%
Other values (14)	51633	28.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	181534	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	25156	13.9%
N	19991	11.0%
M	15517	8.5%
I	12625	7.0%
T	10758	5.9%
L	10342	5.7%
O	10162	5.6%
C	9770	5.4%
Y	9049	5.0%
X	6531	3.6%
Other values (14)	51633	28.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	181534	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	25156	13.9%
N	19991	11.0%
M	15517	8.5%
I	12625	7.0%
T	10758	5.9%
L	10342	5.7%
O	10162	5.6%
C	9770	5.4%
Y	9049	5.0%
X	6531	3.6%
Other values (14)	51633	28.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	181534	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	25156	13.9%
N	19991	11.0%
M	15517	8.5%
I	12625	7.0%
T	10758	5.9%
L	10342	5.7%
O	10162	5.6%
C	9770	5.4%
Y	9049	5.0%
X	6531	3.6%
Other values (14)	51633	28.4%

zip
Real number (ℝ)

Distinct	938
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48727.78369

Minimum	1257
Maximum	99783
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	1257
5-th percentile	7208
Q1	26041
median	48088
Q3	72042
95-th percentile	94619
Maximum	99783
Range	98526
Interquartile range (IQR)	46001

Descriptive statistics

Standard deviation	26940.08393
Coefficient of variation (CV)	0.5528690593
Kurtosis	-1.096946247
Mean	48727.78369
Median Absolute Deviation (MAD)	23105
Skewness	0.08430307804
Sum	4422874742
Variance	725768122.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48088	276	0.3%
34112	250	0.3%
80120	249	0.3%
48438	246	0.3%
73754	241	0.3%
59448	241	0.3%
76578	240	0.3%
28405	235	0.3%
5461	233	0.3%
89512	233	0.3%
Other values (928)	88323	97.3%

Value	Count	Frequency (%)
1257	140	0.2%
1330	69	0.1%
1535	33	< 0.1%
1545	60	0.1%
1612	43	< 0.1%

Value	Count	Frequency (%)
99783	116	0.1%
99747	1	< 0.1%
99746	33	< 0.1%
99323	191	0.2%
99160	228	0.3%

lat
Real number (ℝ)

Distinct	936
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.57377767

Minimum	20.0271
Maximum	66.6933
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	20.0271
5-th percentile	29.8872
Q1	34.6689
median	39.4055
Q3	42.0144
95-th percentile	45.8433
Maximum	66.6933
Range	46.6662
Interquartile range (IQR)	7.3455

Descriptive statistics

Standard deviation	5.070830013
Coefficient of variation (CV)	0.1314579571
Kurtosis	0.8212984229
Mean	38.57377767
Median Absolute Deviation (MAD)	3.3811
Skewness	-0.1871314491
Sum	3501226.078
Variance	25.71331702
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42.5164	276	0.3%
26.1184	250	0.3%
39.5994	249	0.3%
42.9147	246	0.3%
36.385	241	0.3%
48.2777	241	0.3%
30.592	240	0.3%
34.2651	235	0.3%
44.3346	233	0.3%
39.5483	233	0.3%
Other values (926)	88323	97.3%

Value	Count	Frequency (%)
20.0271	106	0.1%
20.0827	75	0.1%
24.6557	171	0.2%
26.1184	250	0.3%
26.3304	29	< 0.1%

Value	Count	Frequency (%)
66.6933	1	< 0.1%
65.6899	33	< 0.1%
64.7556	116	0.1%
48.8878	228	0.3%
48.8856	150	0.2%

long
Real number (ℝ)

Distinct	937
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-90.23810249

Minimum	-165.6723
Maximum	-67.9503
Zeros	0
Zeros (%)	0.0%
Negative	90767
Negative (%)	100.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	-165.6723
5-th percentile	-119.7957
Q1	-96.798
median	-87.4581
Q3	-80.1284
95-th percentile	-73.5112
Maximum	-67.9503
Range	97.722
Interquartile range (IQR)	16.6696

Descriptive statistics

Standard deviation	13.80436391
Coefficient of variation (CV)	-0.1529771075
Kurtosis	1.859241866
Mean	-90.23810249
Median Absolute Deviation (MAD)	8.1464
Skewness	-1.153925254
Sum	-8190641.849
Variance	190.5604629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-82.9832	276	0.3%
-81.7361	250	0.3%
-105.0044	249	0.3%
-83.4845	246	0.3%
-112.8456	241	0.3%
-98.0727	241	0.3%
-97.2893	240	0.3%
-77.867	235	0.3%
-73.098	233	0.3%
-119.7957	233	0.3%
Other values (927)	88323	97.3%

Value	Count	Frequency (%)
-165.6723	116	0.1%
-156.292	33	< 0.1%
-155.488	75	0.1%
-155.3697	106	0.1%
-153.994	1	< 0.1%

Value	Count	Frequency (%)
-67.9503	152	0.2%
-68.5565	69	0.1%
-69.2675	32	< 0.1%
-69.4828	136	0.1%
-69.9576	43	< 0.1%

city_pop
Real number (ℝ)

Distinct	856
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	88019.77275

Minimum	23
Maximum	2906700
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	23
5-th percentile	139
Q1	743
median	2456
Q3	20328
95-th percentile	525713
Maximum	2906700
Range	2906677
Interquartile range (IQR)	19585

Descriptive statistics

Standard deviation	298024.6363
Coefficient of variation (CV)	3.385882819
Kurtosis	37.62957174
Mean	88019.77275
Median Absolute Deviation (MAD)	2198
Skewness	5.581723772
Sum	7989290713
Variance	8.881868384 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1312922	388	0.4%
606	381	0.4%
1766	353	0.4%
1595797	352	0.4%
241	319	0.4%
198	315	0.3%
302	309	0.3%
910148	306	0.3%
2135	286	0.3%
276002	279	0.3%
Other values (846)	87479	96.4%

Value	Count	Frequency (%)
23	132	0.1%
37	73	0.1%
43	150	0.2%
46	203	0.2%
47	43	< 0.1%

Value	Count	Frequency (%)
2906700	268	0.3%
2504700	143	0.2%
2383912	36	< 0.1%
1595797	352	0.4%
1577385	160	0.2%

job
Text

Distinct	486
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	59
Median length	38
Mean length	20.22102747
Min length	3

Characters and Unicode

Total characters	1835402
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	< 0.1%

Sample

1st row	Architect
2nd row	Firefighter
3rd row	Engineer, petroleum
4th row	Advice worker
5th row	Engineer, mining

Value	Count	Frequency (%)
engineer	9169	4.5%
officer	7666	3.8%
manager	4311	2.1%
scientist	3900	1.9%
designer	3550	1.8%
surveyor	3344	1.7%
teacher	2685	1.3%
psychologist	2332	1.2%
research	2013	1.0%
editor	1995	1.0%
Other values (452)	160616	79.7%

Most occurring characters

Value	Count	Frequency (%)
e	196159	10.7%
i	167019	9.1%
r	153990	8.4%
a	127805	7.0%
t	124373	6.8%
n	123357	6.7%
	110814	6.0%
o	104130	5.7%
s	101392	5.5%
c	92566	5.0%
Other values (43)	533797	29.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1835402	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	196159	10.7%
i	167019	9.1%
r	153990	8.4%
a	127805	7.0%
t	124373	6.8%
n	123357	6.7%
	110814	6.0%
o	104130	5.7%
s	101392	5.5%
c	92566	5.0%
Other values (43)	533797	29.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1835402	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	196159	10.7%
i	167019	9.1%
r	153990	8.4%
a	127805	7.0%
t	124373	6.8%
n	123357	6.7%
	110814	6.0%
o	104130	5.7%
s	101392	5.5%
c	92566	5.0%
Other values (43)	533797	29.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1835402	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	196159	10.7%
i	167019	9.1%
r	153990	8.4%
a	127805	7.0%
t	124373	6.8%
n	123357	6.7%
	110814	6.0%
o	104130	5.7%
s	101392	5.5%
c	92566	5.0%
Other values (43)	533797	29.1%

trans_num
Text

Unique

Distinct	90767
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	2904544
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	90767 ?
Unique (%)	100.0%

Sample

1st row	3d21bce7967838c3988cfe0f7fca878a
2nd row	fda7712b4bbcaab36afded37ab55047f
3rd row	59161e0002642934974c1ae98bfa1f55
4th row	f487a7098c0bd4d45f710be1745c4acb
5th row	c2ed76f03cce8a6b362729a5a23f01c2

Value	Count	Frequency (%)
3d21bce7967838c3988cfe0f7fca878a	1	< 0.1%
d047231d08ba22e60b6ff3b9fc0a50db	1	< 0.1%
c2ed76f03cce8a6b362729a5a23f01c2	1	< 0.1%
08afca2c21a05c8dfabfc2564d88ced6	1	< 0.1%
e0102a704a1c61b7a64d01dd72a2993d	1	< 0.1%
dc1fa86aba755a0f50097699fe6d44e9	1	< 0.1%
566250df239b92a1250d5b0ace559bf0	1	< 0.1%
ac2cd71d98e6cd1f3c98894977d28614	1	< 0.1%
c0bb681843a1c1b60739b909ad2955eb	1	< 0.1%
f47012152799267e90676dfdeb2641da	1	< 0.1%
Other values (90757)	90757	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
5	182302	6.3%
4	182129	6.3%
9	182090	6.3%
e	182023	6.3%
0	181972	6.3%
b	181802	6.3%
a	181494	6.2%
f	181432	6.2%
1	181406	6.2%
d	181396	6.2%
Other values (6)	1086498	37.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2904544	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
5	182302	6.3%
4	182129	6.3%
9	182090	6.3%
e	182023	6.3%
0	181972	6.3%
b	181802	6.3%
a	181494	6.2%
f	181432	6.2%
1	181406	6.2%
d	181396	6.2%
Other values (6)	1086498	37.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2904544	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
5	182302	6.3%
4	182129	6.3%
9	182090	6.3%
e	182023	6.3%
0	181972	6.3%
b	181802	6.3%
a	181494	6.2%
f	181432	6.2%
1	181406	6.2%
d	181396	6.2%
Other values (6)	1086498	37.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2904544	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
5	182302	6.3%
4	182129	6.3%
9	182090	6.3%
e	182023	6.3%
0	181972	6.3%
b	181802	6.3%
a	181494	6.2%
f	181432	6.2%
1	181406	6.2%
d	181396	6.2%
Other values (6)	1086498	37.4%

merch_lat
Real number (ℝ)

Distinct	90516
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.57366865

Minimum	19.033288
Maximum	66.624674
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	19.033288
5-th percentile	29.7800809
Q1	34.7524385
median	39.415483
Q3	41.9808155
95-th percentile	46.037913
Maximum	66.624674
Range	47.591386
Interquartile range (IQR)	7.228377

Descriptive statistics

Standard deviation	5.102019892
Coefficient of variation (CV)	0.1322669082
Kurtosis	0.8129226031
Mean	38.57366865
Median Absolute Deviation (MAD)	3.383273
Skewness	-0.1818535362
Sum	3501216.183
Variance	26.03060698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.531126	3	< 0.1%
33.600014	3	< 0.1%
34.484633	2	< 0.1%
35.866069	2	< 0.1%
41.491069	2	< 0.1%
43.108958	2	< 0.1%
39.162349	2	< 0.1%
39.451583	2	< 0.1%
38.663229	2	< 0.1%
38.305552	2	< 0.1%
Other values (90506)	90745	> 99.9%

Value	Count	Frequency (%)
19.033288	1	< 0.1%
19.036618	1	< 0.1%
19.04188	1	< 0.1%
19.063792	1	< 0.1%
19.095712	1	< 0.1%

Value	Count	Frequency (%)
66.624674	1	< 0.1%
66.554249	1	< 0.1%
66.514576	1	< 0.1%
66.454209	1	< 0.1%
66.436224	1	< 0.1%

merch_long
Real number (ℝ)

Distinct	90682
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-90.23894977

Minimum	-166.661968
Maximum	-66.962913
Zeros	0
Zeros (%)	0.0%
Negative	90767
Negative (%)	100.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	-166.661968
5-th percentile	-119.4410536
Q1	-96.882401
median	-87.413904
Q3	-80.2009085
95-th percentile	-73.3614921
Maximum	-66.962913
Range	99.699055
Interquartile range (IQR)	16.6814925

Descriptive statistics

Standard deviation	13.8168318
Coefficient of variation (CV)	-0.1531138365
Kurtosis	1.848091919
Mean	-90.23894977
Median Absolute Deviation (MAD)	8.256166
Skewness	-1.150196567
Sum	-8190718.754
Variance	190.904841
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-84.045893	2	< 0.1%
-96.477598	2	< 0.1%
-80.173837	2	< 0.1%
-85.324174	2	< 0.1%
-83.964422	2	< 0.1%
-97.536537	2	< 0.1%
-80.277138	2	< 0.1%
-74.54113	2	< 0.1%
-77.292665	2	< 0.1%
-86.260893	2	< 0.1%
Other values (90672)	90747	> 99.9%

Value	Count	Frequency (%)
-166.661968	1	< 0.1%
-166.65656	1	< 0.1%
-166.654993	1	< 0.1%
-166.651656	1	< 0.1%
-166.628201	1	< 0.1%

Value	Count	Frequency (%)
-66.962913	1	< 0.1%
-66.988551	1	< 0.1%
-66.996552	1	< 0.1%
-66.99675	1	< 0.1%
-67.010222	1	< 0.1%

is_fraud
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.005784040455

Minimum	0
Maximum	1
Zeros	90242
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07583303164
Coefficient of variation (CV)	13.11073673
Kurtosis	167.9046567
Mean	0.005784040455
Median Absolute Deviation (MAD)	0
Skewness	13.03460613
Sum	525
Variance	0.005750648687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	90242	99.4%
1	525	0.6%

Value	Count	Frequency (%)
0	90242	99.4%
1	525	0.6%

Value	Count	Frequency (%)
1	525	0.6%
0	90242	99.4%

merch_zipcode
Real number (ℝ)

Missing

Distinct	22188
Distinct (%)	28.8%
Missing	13714
Missing (%)	15.1%
Infinite	0
Infinite (%)	0.0%
Mean	46668.58156

Minimum	1003
Maximum	99403
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	1003
5-th percentile	7659
Q1	24916
median	45694
Q3	68061
95-th percentile	92632.8
Maximum	99403
Range	98400
Interquartile range (IQR)	43145

Descriptive statistics

Standard deviation	25843.17083
Coefficient of variation (CV)	0.5537595094
Kurtosis	-0.9974583605
Mean	46668.58156
Median Absolute Deviation (MAD)	21473
Skewness	0.1542444807
Sum	3595954215
Variance	667869478.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34266	36	< 0.1%
21661	30	< 0.1%
16353	27	< 0.1%
33471	25	< 0.1%
16239	25	< 0.1%
44004	24	< 0.1%
43436	23	< 0.1%
79227	23	< 0.1%
47448	23	< 0.1%
33935	23	< 0.1%
Other values (22178)	76794	84.6%
(Missing)	13714	15.1%

Value	Count	Frequency (%)
1003	1	< 0.1%
1005	5	< 0.1%
1007	8	< 0.1%
1008	3	< 0.1%
1011	5	< 0.1%

Value	Count	Frequency (%)
99403	2	< 0.1%
99402	2	< 0.1%
99401	2	< 0.1%
99371	7	< 0.1%
99362	4	< 0.1%

datetime
Text

Distinct	90667
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	709.2 KiB

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	1724573
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	90567 ?
Unique (%)	99.8%

Sample

1st row	2019-05-04 11:57:04
2nd row	2019-12-14 08:55:21
3rd row	2019-03-30 05:21:33
4th row	2019-09-19 07:09:46
5th row	2019-02-04 20:37:44

Value	Count	Frequency (%)
2019-12-08	488	0.3%
2019-12-29	450	0.2%
2019-12-01	448	0.2%
2019-12-15	447	0.2%
2019-12-22	441	0.2%
2019-12-16	434	0.2%
2019-12-09	428	0.2%
2019-12-23	422	0.2%
2019-12-30	421	0.2%
2019-12-28	420	0.2%
Other values (55750)	177135	97.6%

Most occurring characters

Value	Count	Frequency (%)
0	317148	18.4%
2	250464	14.5%
1	239192	13.9%
-	181534	10.5%
:	181534	10.5%
9	104273	6.0%
	90767	5.3%
3	84286	4.9%
5	75187	4.4%
4	73887	4.3%
Other values (3)	126301	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1724573	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	317148	18.4%
2	250464	14.5%
1	239192	13.9%
-	181534	10.5%
:	181534	10.5%
9	104273	6.0%
	90767	5.3%
3	84286	4.9%
5	75187	4.4%
4	73887	4.3%
Other values (3)	126301	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1724573	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	317148	18.4%
2	250464	14.5%
1	239192	13.9%
-	181534	10.5%
:	181534	10.5%
9	104273	6.0%
	90767	5.3%
3	84286	4.9%
5	75187	4.4%
4	73887	4.3%
Other values (3)	126301	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1724573	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	317148	18.4%
2	250464	14.5%
1	239192	13.9%
-	181534	10.5%
:	181534	10.5%
9	104273	6.0%
	90767	5.3%
3	84286	4.9%
5	75187	4.4%
4	73887	4.3%
Other values (3)	126301	7.3%

age
Real number (ℝ)

Distinct	83
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.56302401

Minimum	13
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	709.2 KiB

Quantile statistics

Minimum	13
5-th percentile	21
Q1	32
median	44
Q3	57
95-th percentile	79
Maximum	95
Range	82
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	17.40714748
Coefficient of variation (CV)	0.3820454822
Kurtosis	-0.1791284442
Mean	45.56302401
Median Absolute Deviation (MAD)	12
Skewness	0.6036856753
Sum	4135619
Variance	303.0087833
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	2894	3.2%
34	2596	2.9%
35	2526	2.8%
46	2469	2.7%
43	2395	2.6%
44	2369	2.6%
32	2301	2.5%
33	2273	2.5%
31	2162	2.4%
45	2072	2.3%
Other values (73)	66710	73.5%

Value	Count	Frequency (%)
13	5	< 0.1%
14	294	0.3%
15	436	0.5%
16	223	0.2%
17	170	0.2%

Value	Count	Frequency (%)
95	20	< 0.1%
94	26	< 0.1%
93	286	0.3%
92	336	0.4%
91	369	0.4%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks